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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Complex Network Analysis Techniques
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,618 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,618 works in the cohort · of 4,299,418page 17 of 33

Labels cover 3 of 1,618 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 1,618 of 1,618 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Linear Programming and Community Detection
Alberto Del Pia, Aida Khajavirad, Dmitriy Kunisky
2022· preprint· en· Mathematics of Operations Research· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
The dynamics of interactivity modeling for e-learning
Chima Adiele, Ezeamaka D. Nwanze
2010· article· en· Knowledge Management & E-Learning An International Journal· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
BiNeTClus
Mohamed Bouguessa, Khaled Nouri
2020· article· en· ACM Transactions on Intelligent Systems and Technology· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Social Network Analysis
Anabel Quan‐Haase, Lori McCay‐Peet
2016· other· en· The International Encyclopedia of Communication Theory and Philosophy· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
afffundunlabeled
Pandemic: A Graph Evolution Story
Michael P. Dubé, Sheridan Houghten, Daniel Ashlock
2019· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Generalized Friendship Paradox: An Analytical Approach
Babak Fotouhi, Naghmeh Momeni, Michael Rabbat
2015· preprint· en· Lecture notes in computer science· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
afffundunlabeled
Universal Graph Compression: Stochastic Block Models
Alankrita Bhatt, Ziao Wang, Chi Wang, Lele Wang
2023· article· en· IEEE Transactions on Information Theory· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Graph clustering with Boltzmann machines
Pierre Miasnikof, Mohammad Bagherbeik, Ali Sheikholeslami
2023· article· en· Discrete Applied Mathematics· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Guanxi in the Chinese Web
Valerie King, Louis Yu, Yan Zhuang
2009· article· en· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
SOCIAL NETWORK ANALYSIS OF B2B NETWORKS
AH Mohamad, F Wang, NW Abu Bakar, PK Jatavallabhula
2017· article· en· Universiti Utara Malaysia Institutional Repository (Universiti Utara Malaysia)· Physics and Astronomy
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
4
citations
fundno affunlabeled
ivga
Witold Dzwinel, Rafał Wcisło, Magdalena Strzoda
2017· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affno abstractunlabeled
Minimum-Cost Information Dissemination in Social Networks
Dongping Deng, Hongwei Du, Xiaohua Jia, Qiang Ye
2015· book-chapter· en· Lecture notes in computer science· Physics and Astronomy
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affno abstractunlabeled
Self-similarity of communities of the ABCD model
Jordan Barrett, Paweł Prałat, François Théberge
2024· article· en· Theoretical Computer Science· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
4
citations
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